{ "best_metric": 0.41733333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0315/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 24.22016143798828, "learning_rate": 0.00027184967850358286, "loss": 3.3822, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.20346666666666666, "eval_loss": 2.969238042831421, "eval_runtime": 5.9176, "eval_samples_per_second": 633.705, "eval_steps_per_second": 9.97, "step": 333 }, { "epoch": 2.0, "grad_norm": 23.485979080200195, "learning_rate": 0.00019715932444832964, "loss": 2.7745, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2992, "eval_loss": 2.606349229812622, "eval_runtime": 5.7084, "eval_samples_per_second": 656.93, "eval_steps_per_second": 10.336, "step": 666 }, { "epoch": 3.0, "grad_norm": 37.8895149230957, "learning_rate": 0.00010445571134029838, "loss": 2.4443, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.35813333333333336, "eval_loss": 2.3608176708221436, "eval_runtime": 6.1615, "eval_samples_per_second": 608.622, "eval_steps_per_second": 9.576, "step": 999 }, { "epoch": 4.0, "grad_norm": 43.35912322998047, "learning_rate": 2.9148468506836763e-05, "loss": 2.0843, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.4069333333333333, "eval_loss": 2.1872894763946533, "eval_runtime": 5.8024, "eval_samples_per_second": 646.288, "eval_steps_per_second": 10.168, "step": 1332 }, { "epoch": 5.0, "grad_norm": 35.99684143066406, "learning_rate": 2.4031112851152778e-09, "loss": 1.7456, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.41733333333333333, "eval_loss": 2.1599607467651367, "eval_runtime": 11.5259, "eval_samples_per_second": 325.354, "eval_steps_per_second": 5.119, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }